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3D Shape Reconstruction of Template Models Using Genetic Algorithms
Cambridge UK August 23-August 26
DOI Bookmark: http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.133415817th International Conference on Patt ...
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P.-A. Fayolle, C. Rosenberger, C. Toinard, "3D Shape Reconstruction of Template Models Using Genetic Algorithms," Pattern Recognition, International Conference on, vol. 2, pp. 269-272, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004.
 
 
BibTex
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@article{ 10.1109/ICPR.2004.1334158,
author = {P.-A. Fayolle and C. Rosenberger and C. Toinard},
title = {3D Shape Reconstruction of Template Models Using Genetic Algorithms},
journal ={Pattern Recognition, International Conference on},
volume = {2},
year = {2004},
issn = {1051-4651},
pages = {269-272},
doi = {http://doi.ieeecomputersociety.org/10.1109/ICPR.2004.1334158},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - CONF
JO - Pattern Recognition, International Conference on
TI - 3D Shape Reconstruction of Template Models Using Genetic Algorithms
SN - 1051-4651
SP269
EP272
A1 - P.-A. Fayolle,
A1 - C. Rosenberger,
A1 - C. Toinard,
PY - 2004
KW - 3D reconstruction
KW - reverse engineering
KW - genetic algorithm
KW - CAD
KW - 3D visualization
VL - 2
JA - Pattern Recognition, International Conference on
ER -
 
P.-A. Fayolle, University of Aizu, Japan
C. Rosenberger, Universit? d'Orl?ans, France
C. Toinard, Universit? d'Orl?ans, France
We present in this communication a method, which enables to fit a 3D object defined by a functional representation (FRep) to a dataset of 3D points on its surface. A parametric FRep model sketching the point-set is fitted to the point-set. The best fitted parameters of the model are obtained by using a genetic algorithm, well known for its interesting properties in non-linear optimization. The efficiency of the approach is illustrated for reverse engineering applications.
Index Terms:
3D reconstruction, reverse engineering, genetic algorithm, CAD, 3D visualization
Citation:
P.-A. Fayolle, C. Rosenberger, C. Toinard, "3D Shape Reconstruction of Template Models Using Genetic Algorithms," icpr, vol. 2, pp.269-272, 17th International Conference on Pattern Recognition (ICPR'04) - Volume 2, 2004
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